Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 300000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 59.5 MiB |
| Average record size in memory | 208.0 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 10 |
cat5 is highly correlated with cont12 | High correlation |
cont12 is highly correlated with cat5 | High correlation |
id is uniformly distributed | Uniform |
id has unique values | Unique |
Reproduction
| Analysis started | 2021-08-28 03:03:28.413191 |
|---|---|
| Analysis finished | 2021-08-28 03:05:31.759516 |
| Duration | 2 minutes and 3.35 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 300000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 250018.5769 |
| Minimum | 1 |
|---|---|
| Maximum | 499999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 24987.95 |
| Q1 | 124772.5 |
| median | 250002.5 |
| Q3 | 375226.5 |
| 95-th percentile | 475032.1 |
| Maximum | 499999 |
| Range | 499998 |
| Interquartile range (IQR) | 250454 |
Descriptive statistics
| Standard deviation | 144450.15 |
|---|---|
| Coefficient of variation (CV) | 0.5777576681 |
| Kurtosis | -1.202249332 |
| Mean | 250018.5769 |
| Median Absolute Deviation (MAD) | 125228 |
| Skewness | 0.0001529463078 |
| Sum | 7.500557308 × 1010 |
| Variance | 2.086584584 × 1010 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2047 | 1 | < 0.1% |
| 597 | 1 | < 0.1% |
| 221753 | 1 | < 0.1% |
| 227898 | 1 | < 0.1% |
| 215612 | 1 | < 0.1% |
| 219710 | 1 | < 0.1% |
| 217663 | 1 | < 0.1% |
| 47682 | 1 | < 0.1% |
| 45635 | 1 | < 0.1% |
| 35396 | 1 | < 0.1% |
| Other values (299990) | 299990 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 |
| Value | Count | Frequency (%) |
| 499999 | 1 | |
| 499998 | 1 | |
| 499997 | 1 | |
| 499996 | 1 | |
| 499993 | 1 | |
| 499992 | 1 | |
| 499989 | 1 | |
| 499988 | 1 | |
| 499985 | 1 | |
| 499980 | 1 |
cat0
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| A | |
|---|---|
| B |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 300000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B |
|---|---|
| 2nd row | B |
| 3rd row | A |
| 4th row | B |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| A | 193130 | |
| B | 106870 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| a | 193130 | |
| b | 106870 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 193130 | |
| B | 106870 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 300000 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 193130 | |
| B | 106870 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 300000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 193130 | |
| B | 106870 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 300000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 193130 | |
| B | 106870 |
cat1
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| A | |
|---|---|
| B |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 300000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B |
|---|---|
| 2nd row | B |
| 3rd row | A |
| 4th row | B |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| A | 154824 | |
| B | 145176 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| a | 154824 | |
| b | 145176 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 154824 | |
| B | 145176 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 300000 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 154824 | |
| B | 145176 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 300000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 154824 | |
| B | 145176 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 300000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 154824 | |
| B | 145176 |
cat2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| A | |
|---|---|
| B |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 300000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B |
|---|---|
| 2nd row | A |
| 3rd row | A |
| 4th row | A |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| A | 253886 | |
| B | 46114 | 15.4% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| a | 253886 | |
| b | 46114 | 15.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 253886 | |
| B | 46114 | 15.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 300000 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 253886 | |
| B | 46114 | 15.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 300000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 253886 | |
| B | 46114 | 15.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 300000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 253886 | |
| B | 46114 | 15.4% |
cat3
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| C | |
|---|---|
| A | |
| D | 4328 |
| B | 590 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 300000 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | C |
|---|---|
| 2nd row | A |
| 3rd row | C |
| 4th row | C |
| 5th row | C |
Common Values
| Value | Count | Frequency (%) |
| C | 263356 | |
| A | 31726 | 10.6% |
| D | 4328 | 1.4% |
| B | 590 | 0.2% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| c | 263356 | |
| a | 31726 | 10.6% |
| d | 4328 | 1.4% |
| b | 590 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 263356 | |
| A | 31726 | 10.6% |
| D | 4328 | 1.4% |
| B | 590 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 300000 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 263356 | |
| A | 31726 | 10.6% |
| D | 4328 | 1.4% |
| B | 590 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 300000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| C | 263356 | |
| A | 31726 | 10.6% |
| D | 4328 | 1.4% |
| B | 590 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 300000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 263356 | |
| A | 31726 | 10.6% |
| D | 4328 | 1.4% |
| B | 590 | 0.2% |
cat4
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| B | |
|---|---|
| A | 2978 |
| C | 1772 |
| D | 513 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 300000 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B |
|---|---|
| 2nd row | B |
| 3rd row | B |
| 4th row | B |
| 5th row | B |
Common Values
| Value | Count | Frequency (%) |
| B | 294737 | |
| A | 2978 | 1.0% |
| C | 1772 | 0.6% |
| D | 513 | 0.2% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| b | 294737 | |
| a | 2978 | 1.0% |
| c | 1772 | 0.6% |
| d | 513 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 294737 | |
| A | 2978 | 1.0% |
| C | 1772 | 0.6% |
| D | 513 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 300000 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 294737 | |
| A | 2978 | 1.0% |
| C | 1772 | 0.6% |
| D | 513 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 300000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| B | 294737 | |
| A | 2978 | 1.0% |
| C | 1772 | 0.6% |
| D | 513 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 300000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| B | 294737 | |
| A | 2978 | 1.0% |
| C | 1772 | 0.6% |
| D | 513 | 0.2% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| B | |
|---|---|
| D | |
| C | |
| A | 4275 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 300000 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B |
|---|---|
| 2nd row | D |
| 3rd row | D |
| 4th row | D |
| 5th row | D |
Common Values
| Value | Count | Frequency (%) |
| B | 149340 | |
| D | 126137 | |
| C | 20248 | 6.7% |
| A | 4275 | 1.4% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| b | 149340 | |
| d | 126137 | |
| c | 20248 | 6.7% |
| a | 4275 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 149340 | |
| D | 126137 | |
| C | 20248 | 6.7% |
| A | 4275 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 300000 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 149340 | |
| D | 126137 | |
| C | 20248 | 6.7% |
| A | 4275 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 300000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| B | 149340 | |
| D | 126137 | |
| C | 20248 | 6.7% |
| A | 4275 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 300000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| B | 149340 | |
| D | 126137 | |
| C | 20248 | 6.7% |
| A | 4275 | 1.4% |
cat6
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| A | |
|---|---|
| B | 8018 |
| C | 928 |
| D | 292 |
| I | 136 |
| Other values (3) | 115 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 300000 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A |
|---|---|
| 2nd row | A |
| 3rd row | A |
| 4th row | A |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| A | 290511 | |
| B | 8018 | 2.7% |
| C | 928 | 0.3% |
| D | 292 | 0.1% |
| I | 136 | < 0.1% |
| H | 56 | < 0.1% |
| E | 45 | < 0.1% |
| G | 14 | < 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| a | 290511 | |
| b | 8018 | 2.7% |
| c | 928 | 0.3% |
| d | 292 | 0.1% |
| i | 136 | < 0.1% |
| h | 56 | < 0.1% |
| e | 45 | < 0.1% |
| g | 14 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 290511 | |
| B | 8018 | 2.7% |
| C | 928 | 0.3% |
| D | 292 | 0.1% |
| I | 136 | < 0.1% |
| H | 56 | < 0.1% |
| E | 45 | < 0.1% |
| G | 14 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 300000 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 290511 | |
| B | 8018 | 2.7% |
| C | 928 | 0.3% |
| D | 292 | 0.1% |
| I | 136 | < 0.1% |
| H | 56 | < 0.1% |
| E | 45 | < 0.1% |
| G | 14 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 300000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 290511 | |
| B | 8018 | 2.7% |
| C | 928 | 0.3% |
| D | 292 | 0.1% |
| I | 136 | < 0.1% |
| H | 56 | < 0.1% |
| E | 45 | < 0.1% |
| G | 14 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 300000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 290511 | |
| B | 8018 | 2.7% |
| C | 928 | 0.3% |
| D | 292 | 0.1% |
| I | 136 | < 0.1% |
| H | 56 | < 0.1% |
| E | 45 | < 0.1% |
| G | 14 | < 0.1% |
cat7
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| E | |
|---|---|
| D | 12144 |
| B | 8297 |
| G | 2870 |
| F | 562 |
| Other values (3) | 87 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 300000 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | E |
|---|---|
| 2nd row | F |
| 3rd row | D |
| 4th row | E |
| 5th row | E |
Common Values
| Value | Count | Frequency (%) |
| E | 276040 | |
| D | 12144 | 4.0% |
| B | 8297 | 2.8% |
| G | 2870 | 1.0% |
| F | 562 | 0.2% |
| C | 36 | < 0.1% |
| A | 31 | < 0.1% |
| I | 20 | < 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| e | 276040 | |
| d | 12144 | 4.0% |
| b | 8297 | 2.8% |
| g | 2870 | 1.0% |
| f | 562 | 0.2% |
| c | 36 | < 0.1% |
| a | 31 | < 0.1% |
| i | 20 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 276040 | |
| D | 12144 | 4.0% |
| B | 8297 | 2.8% |
| G | 2870 | 1.0% |
| F | 562 | 0.2% |
| C | 36 | < 0.1% |
| A | 31 | < 0.1% |
| I | 20 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 300000 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 276040 | |
| D | 12144 | 4.0% |
| B | 8297 | 2.8% |
| G | 2870 | 1.0% |
| F | 562 | 0.2% |
| C | 36 | < 0.1% |
| A | 31 | < 0.1% |
| I | 20 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 300000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 276040 | |
| D | 12144 | 4.0% |
| B | 8297 | 2.8% |
| G | 2870 | 1.0% |
| F | 562 | 0.2% |
| C | 36 | < 0.1% |
| A | 31 | < 0.1% |
| I | 20 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 300000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 276040 | |
| D | 12144 | 4.0% |
| B | 8297 | 2.8% |
| G | 2870 | 1.0% |
| F | 562 | 0.2% |
| C | 36 | < 0.1% |
| A | 31 | < 0.1% |
| I | 20 | < 0.1% |
cat8
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| C | |
|---|---|
| E | |
| A | |
| G | |
| D | 5187 |
| Other values (2) | 1153 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 300000 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | C |
|---|---|
| 2nd row | A |
| 3rd row | A |
| 4th row | C |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| C | 111103 | |
| E | 79844 | |
| A | 76585 | |
| G | 26128 | 8.7% |
| D | 5187 | 1.7% |
| F | 966 | 0.3% |
| B | 187 | 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| c | 111103 | |
| e | 79844 | |
| a | 76585 | |
| g | 26128 | 8.7% |
| d | 5187 | 1.7% |
| f | 966 | 0.3% |
| b | 187 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 111103 | |
| E | 79844 | |
| A | 76585 | |
| G | 26128 | 8.7% |
| D | 5187 | 1.7% |
| F | 966 | 0.3% |
| B | 187 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 300000 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 111103 | |
| E | 79844 | |
| A | 76585 | |
| G | 26128 | 8.7% |
| D | 5187 | 1.7% |
| F | 966 | 0.3% |
| B | 187 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 300000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| C | 111103 | |
| E | 79844 | |
| A | 76585 | |
| G | 26128 | 8.7% |
| D | 5187 | 1.7% |
| F | 966 | 0.3% |
| B | 187 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 300000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 111103 | |
| E | 79844 | |
| A | 76585 | |
| G | 26128 | 8.7% |
| D | 5187 | 1.7% |
| F | 966 | 0.3% |
| B | 187 | 0.1% |
cat9
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| F | |
|---|---|
| I | |
| G | |
| L | |
| H | |
| Other values (10) |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 300000 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | O |
| 3rd row | F |
| 4th row | K |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| F | 71249 | |
| I | 59218 | |
| G | 28253 | 9.4% |
| L | 20958 | 7.0% |
| H | 19925 | 6.6% |
| K | 18057 | 6.0% |
| N | 16704 | 5.6% |
| B | 14477 | 4.8% |
| J | 14266 | 4.8% |
| O | 14203 | 4.7% |
| Other values (5) | 22690 | 7.6% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| f | 71249 | |
| i | 59218 | |
| g | 28253 | 9.4% |
| l | 20958 | 7.0% |
| h | 19925 | 6.6% |
| k | 18057 | 6.0% |
| n | 16704 | 5.6% |
| b | 14477 | 4.8% |
| j | 14266 | 4.8% |
| o | 14203 | 4.7% |
| Other values (5) | 22690 | 7.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 71249 | |
| I | 59218 | |
| G | 28253 | 9.4% |
| L | 20958 | 7.0% |
| H | 19925 | 6.6% |
| K | 18057 | 6.0% |
| N | 16704 | 5.6% |
| B | 14477 | 4.8% |
| J | 14266 | 4.8% |
| O | 14203 | 4.7% |
| Other values (5) | 22690 | 7.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 300000 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 71249 | |
| I | 59218 | |
| G | 28253 | 9.4% |
| L | 20958 | 7.0% |
| H | 19925 | 6.6% |
| K | 18057 | 6.0% |
| N | 16704 | 5.6% |
| B | 14477 | 4.8% |
| J | 14266 | 4.8% |
| O | 14203 | 4.7% |
| Other values (5) | 22690 | 7.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 300000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| F | 71249 | |
| I | 59218 | |
| G | 28253 | 9.4% |
| L | 20958 | 7.0% |
| H | 19925 | 6.6% |
| K | 18057 | 6.0% |
| N | 16704 | 5.6% |
| B | 14477 | 4.8% |
| J | 14266 | 4.8% |
| O | 14203 | 4.7% |
| Other values (5) | 22690 | 7.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 300000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| F | 71249 | |
| I | 59218 | |
| G | 28253 | 9.4% |
| L | 20958 | 7.0% |
| H | 19925 | 6.6% |
| K | 18057 | 6.0% |
| N | 16704 | 5.6% |
| B | 14477 | 4.8% |
| J | 14266 | 4.8% |
| O | 14203 | 4.7% |
| Other values (5) | 22690 | 7.6% |
cont0
Real number (ℝ)
| Distinct | 299632 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5273354349 |
| Minimum | -0.1180394752 |
|---|---|
| Maximum | 1.058443368 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4249 |
| Negative (%) | 1.4% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | -0.1180394752 |
|---|---|
| 5-th percentile | 0.1701039938 |
| Q1 | 0.4059654463 |
| median | 0.4970530352 |
| Q3 | 0.6680601291 |
| 95-th percentile | 0.9901239973 |
| Maximum | 1.058443368 |
| Range | 1.176482844 |
| Interquartile range (IQR) | 0.2620946829 |
Descriptive statistics
| Standard deviation | 0.2305992958 |
|---|---|
| Coefficient of variation (CV) | 0.4372914857 |
| Kurtosis | 0.1416191427 |
| Mean | 0.5273354349 |
| Median Absolute Deviation (MAD) | 0.09741693483 |
| Skewness | 0.2363602942 |
| Sum | 158200.6305 |
| Variance | 0.05317603522 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.9996769307 | 2 | < 0.1% |
| 0.3996391145 | 2 | < 0.1% |
| 0.4046374061 | 2 | < 0.1% |
| 0.80001448 | 2 | < 0.1% |
| 0.417535134 | 2 | < 0.1% |
| 0.4147897162 | 2 | < 0.1% |
| 0.4041665243 | 2 | < 0.1% |
| 0.8171265799 | 2 | < 0.1% |
| 0.644665975 | 2 | < 0.1% |
| 0.4590853272 | 2 | < 0.1% |
| Other values (299622) | 299980 |
| Value | Count | Frequency (%) |
| -0.1180394752 | 1 | |
| -0.1180262485 | 1 | |
| -0.1180167658 | 1 | |
| -0.117999235 | 1 | |
| -0.1179883527 | 1 | |
| -0.1179682151 | 1 | |
| -0.1179584 | 1 | |
| -0.1179490573 | 1 | |
| -0.1179466604 | 1 | |
| -0.1179432312 | 1 |
| Value | Count | Frequency (%) |
| 1.058443368 | 1 | |
| 1.058441103 | 1 | |
| 1.058437067 | 1 | |
| 1.058425393 | 1 | |
| 1.058422663 | 1 | |
| 1.058396121 | 1 | |
| 1.058386205 | 1 | |
| 1.058329592 | 1 | |
| 1.05832769 | 1 | |
| 1.058308394 | 1 |
cont1
Real number (ℝ)
| Distinct | 299727 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4609256965 |
| Minimum | -0.06930914091 |
|---|---|
| Maximum | 0.8872528309 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8826 |
| Negative (%) | 2.9% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | -0.06930914091 |
|---|---|
| 5-th percentile | 0.08695694432 |
| Q1 | 0.3104944093 |
| median | 0.4279026358 |
| Q3 | 0.6151127901 |
| 95-th percentile | 0.8368435233 |
| Maximum | 0.8872528309 |
| Range | 0.9565619719 |
| Interquartile range (IQR) | 0.3046183808 |
Descriptive statistics
| Standard deviation | 0.2140026067 |
|---|---|
| Coefficient of variation (CV) | 0.464288731 |
| Kurtosis | -0.2311100701 |
| Mean | 0.4609256965 |
| Median Absolute Deviation (MAD) | 0.1323845775 |
| Skewness | 0.03267732481 |
| Sum | 138277.709 |
| Variance | 0.04579711569 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.495918565 | 2 | < 0.1% |
| 0.3106172434 | 2 | < 0.1% |
| 0.4909461398 | 2 | < 0.1% |
| 0.5628827574 | 2 | < 0.1% |
| 0.5628253709 | 2 | < 0.1% |
| 0.4296450866 | 2 | < 0.1% |
| 0.3585653649 | 2 | < 0.1% |
| 0.5627709991 | 2 | < 0.1% |
| 0.3548026704 | 2 | < 0.1% |
| 0.8252863681 | 2 | < 0.1% |
| Other values (299717) | 299980 |
| Value | Count | Frequency (%) |
| -0.06930914091 | 1 | |
| -0.06930783766 | 1 | |
| -0.0693013342 | 1 | |
| -0.06929545681 | 1 | |
| -0.06928799507 | 1 | |
| -0.06927823349 | 1 | |
| -0.06925532443 | 1 | |
| -0.06924344188 | 1 | |
| -0.06924151256 | 1 | |
| -0.06923881662 | 1 |
| Value | Count | Frequency (%) |
| 0.8872528309 | 1 | |
| 0.8872525518 | 1 | |
| 0.8872518197 | 1 | |
| 0.8872517512 | 1 | |
| 0.8872510297 | 1 | |
| 0.8872496919 | 1 | |
| 0.8872485174 | 1 | |
| 0.8872478643 | 1 | |
| 0.8872478011 | 1 | |
| 0.8872477748 | 1 |
cont2
Real number (ℝ)
| Distinct | 299738 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4904983051 |
| Minimum | -0.05610359404 |
|---|---|
| Maximum | 1.034704396 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 11207 |
| Negative (%) | 3.7% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | -0.05610359404 |
|---|---|
| 5-th percentile | 0.04090184979 |
| Q1 | 0.3006038001 |
| median | 0.5024622259 |
| Q3 | 0.647512145 |
| 95-th percentile | 0.9635879223 |
| Maximum | 1.034704396 |
| Range | 1.09080799 |
| Interquartile range (IQR) | 0.3469083449 |
Descriptive statistics
| Standard deviation | 0.2533457756 |
|---|---|
| Coefficient of variation (CV) | 0.5165069337 |
| Kurtosis | -0.3884577917 |
| Mean | 0.4904983051 |
| Median Absolute Deviation (MAD) | 0.1725284307 |
| Skewness | 0.08286588088 |
| Sum | 147149.4915 |
| Variance | 0.06418408199 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.5393211411 | 2 | < 0.1% |
| 0.2951568573 | 2 | < 0.1% |
| -0.0245250934 | 2 | < 0.1% |
| 0.4038738688 | 2 | < 0.1% |
| 0.5915645202 | 2 | < 0.1% |
| 0.6090790531 | 2 | < 0.1% |
| 0.6209060642 | 2 | < 0.1% |
| 0.5948090823 | 2 | < 0.1% |
| 0.575393241 | 2 | < 0.1% |
| 0.6018083899 | 2 | < 0.1% |
| Other values (299728) | 299980 |
| Value | Count | Frequency (%) |
| -0.05610359404 | 1 | |
| -0.05609710179 | 1 | |
| -0.05609702047 | 1 | |
| -0.05608937615 | 1 | |
| -0.05608715334 | 1 | |
| -0.05608494408 | 1 | |
| -0.05608459168 | 1 | |
| -0.05607767927 | 1 | |
| -0.05607723199 | 1 | |
| -0.05607393843 | 1 |
| Value | Count | Frequency (%) |
| 1.034704396 | 1 | |
| 1.034700809 | 1 | |
| 1.034699705 | 1 | |
| 1.034690794 | 1 | |
| 1.034690713 | 1 | |
| 1.034686493 | 1 | |
| 1.034681154 | 1 | |
| 1.034678265 | 1 | |
| 1.034677469 | 1 | |
| 1.034673282 | 1 |
cont3
Real number (ℝ≥0)
| Distinct | 299407 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4966894097 |
| Minimum | 0.1306755236 |
|---|---|
| Maximum | 1.039560476 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.1306755236 |
|---|---|
| 5-th percentile | 0.1672237103 |
| Q1 | 0.3297826578 |
| median | 0.4650264926 |
| Q3 | 0.664450523 |
| 95-th percentile | 0.9163969387 |
| Maximum | 1.039560476 |
| Range | 0.9088849524 |
| Interquartile range (IQR) | 0.3346678652 |
Descriptive statistics
| Standard deviation | 0.2191989149 |
|---|---|
| Coefficient of variation (CV) | 0.4413198884 |
| Kurtosis | -0.6208709224 |
| Mean | 0.4966894097 |
| Median Absolute Deviation (MAD) | 0.1561897046 |
| Skewness | 0.4027950923 |
| Sum | 149006.8229 |
| Variance | 0.04804816428 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.4720756965 | 3 | < 0.1% |
| 0.2872109768 | 3 | < 0.1% |
| 0.4732352226 | 2 | < 0.1% |
| 0.1547634425 | 2 | < 0.1% |
| 0.6870990103 | 2 | < 0.1% |
| 0.4548177897 | 2 | < 0.1% |
| 0.473894687 | 2 | < 0.1% |
| 0.5660797042 | 2 | < 0.1% |
| 0.4715761456 | 2 | < 0.1% |
| 0.47172526 | 2 | < 0.1% |
| Other values (299397) | 299978 |
| Value | Count | Frequency (%) |
| 0.1306755236 | 1 | |
| 0.1306870212 | 1 | |
| 0.1306953479 | 1 | |
| 0.1307028993 | 1 | |
| 0.1307123795 | 1 | |
| 0.1307165452 | 1 | |
| 0.1307183711 | 1 | |
| 0.1307271695 | 1 | |
| 0.1307272582 | 1 | |
| 0.1307395031 | 1 |
| Value | Count | Frequency (%) |
| 1.039560476 | 1 | |
| 1.039557398 | 1 | |
| 1.039557324 | 1 | |
| 1.039554263 | 1 | |
| 1.039553234 | 1 | |
| 1.039548796 | 1 | |
| 1.039548273 | 1 | |
| 1.039547908 | 1 | |
| 1.039542765 | 1 | |
| 1.039541288 | 1 |
cont4
Real number (ℝ≥0)
| Distinct | 299702 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4916542362 |
| Minimum | 0.2559077525 |
|---|---|
| Maximum | 1.055424053 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.2559077525 |
|---|---|
| 5-th percentile | 0.2748932529 |
| Q1 | 0.2841879485 |
| median | 0.3904702598 |
| Q3 | 0.6965992161 |
| 95-th percentile | 0.9683590603 |
| Maximum | 1.055424053 |
| Range | 0.7995163009 |
| Interquartile range (IQR) | 0.4124112676 |
Descriptive statistics
| Standard deviation | 0.2400743146 |
|---|---|
| Coefficient of variation (CV) | 0.4882990868 |
| Kurtosis | -0.7672348416 |
| Mean | 0.4916542362 |
| Median Absolute Deviation (MAD) | 0.1141287444 |
| Skewness | 0.7765983065 |
| Sum | 147496.2709 |
| Variance | 0.05763567651 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.4940311297 | 2 | < 0.1% |
| 0.2876040447 | 2 | < 0.1% |
| 0.2868983982 | 2 | < 0.1% |
| 0.2875468597 | 2 | < 0.1% |
| 0.2747028984 | 2 | < 0.1% |
| 0.2767902299 | 2 | < 0.1% |
| 0.2881977199 | 2 | < 0.1% |
| 0.2728959664 | 2 | < 0.1% |
| 0.6792375329 | 2 | < 0.1% |
| 0.2875737533 | 2 | < 0.1% |
| Other values (299692) | 299980 |
| Value | Count | Frequency (%) |
| 0.2559077525 | 1 | |
| 0.2559149584 | 1 | |
| 0.2559171972 | 1 | |
| 0.2559227115 | 1 | |
| 0.2559235241 | 1 | |
| 0.2559300334 | 1 | |
| 0.2559394118 | 1 | |
| 0.2559437817 | 1 | |
| 0.255952704 | 1 | |
| 0.2559556892 | 1 |
| Value | Count | Frequency (%) |
| 1.055424053 | 1 | |
| 1.055373705 | 1 | |
| 1.055357894 | 1 | |
| 1.05535093 | 1 | |
| 1.055343018 | 1 | |
| 1.055324932 | 1 | |
| 1.055320503 | 1 | |
| 1.055314474 | 1 | |
| 1.055310672 | 1 | |
| 1.055308635 | 1 |
cont5
Real number (ℝ≥0)
| Distinct | 299760 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5105263071 |
| Minimum | 0.04591511232 |
|---|---|
| Maximum | 1.067649259 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.04591511232 |
|---|---|
| 5-th percentile | 0.112873713 |
| Q1 | 0.3541407996 |
| median | 0.4888650741 |
| Q3 | 0.6696250385 |
| 95-th percentile | 0.9384704528 |
| Maximum | 1.067649259 |
| Range | 1.021734147 |
| Interquartile range (IQR) | 0.3154842388 |
Descriptive statistics
| Standard deviation | 0.2282316365 |
|---|---|
| Coefficient of variation (CV) | 0.4470516666 |
| Kurtosis | -0.3014924822 |
| Mean | 0.5105263071 |
| Median Absolute Deviation (MAD) | 0.1495393184 |
| Skewness | 0.2758216069 |
| Sum | 153157.8921 |
| Variance | 0.05208967988 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.3931010161 | 3 | < 0.1% |
| 0.531766507 | 2 | < 0.1% |
| 0.43185633 | 2 | < 0.1% |
| 0.7796834941 | 2 | < 0.1% |
| 0.6041067296 | 2 | < 0.1% |
| 0.3073785816 | 2 | < 0.1% |
| 0.4226708855 | 2 | < 0.1% |
| 0.444893182 | 2 | < 0.1% |
| 0.3401649519 | 2 | < 0.1% |
| 0.7663933061 | 2 | < 0.1% |
| Other values (299750) | 299979 |
| Value | Count | Frequency (%) |
| 0.04591511232 | 1 | |
| 0.04591567549 | 1 | |
| 0.04591763536 | 1 | |
| 0.04591817601 | 1 | |
| 0.04592065399 | 1 | |
| 0.04592342483 | 1 | |
| 0.04592806543 | 1 | |
| 0.04592975496 | 1 | |
| 0.04593089258 | 1 | |
| 0.04593255959 | 1 |
| Value | Count | Frequency (%) |
| 1.067649259 | 1 | |
| 1.067648362 | 1 | |
| 1.067646954 | 1 | |
| 1.067645363 | 1 | |
| 1.067642915 | 1 | |
| 1.067642629 | 1 | |
| 1.067638019 | 1 | |
| 1.067637223 | 1 | |
| 1.0676371 | 1 | |
| 1.067634989 | 1 |
cont6
Real number (ℝ)
| Distinct | 299737 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4674764173 |
| Minimum | -0.2246887528 |
|---|---|
| Maximum | 1.111551902 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3850 |
| Negative (%) | 1.3% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | -0.2246887528 |
|---|---|
| 5-th percentile | 0.1659112647 |
| Q1 | 0.3428731589 |
| median | 0.4293828373 |
| Q3 | 0.5733827886 |
| 95-th percentile | 0.8842508354 |
| Maximum | 1.111551902 |
| Range | 1.336240655 |
| Interquartile range (IQR) | 0.2305096298 |
Descriptive statistics
| Standard deviation | 0.2103314142 |
|---|---|
| Coefficient of variation (CV) | 0.4499294647 |
| Kurtosis | 0.975212939 |
| Mean | 0.4674764173 |
| Median Absolute Deviation (MAD) | 0.1068207974 |
| Skewness | 0.5078238038 |
| Sum | 140242.9252 |
| Variance | 0.0442393038 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.5243420547 | 2 | < 0.1% |
| 0.3545458746 | 2 | < 0.1% |
| 0.2721491427 | 2 | < 0.1% |
| 0.4315641952 | 2 | < 0.1% |
| 0.3703290031 | 2 | < 0.1% |
| 0.5034851361 | 2 | < 0.1% |
| 0.6019298408 | 2 | < 0.1% |
| 0.6136395886 | 2 | < 0.1% |
| 0.5761959815 | 2 | < 0.1% |
| 0.5369087511 | 2 | < 0.1% |
| Other values (299727) | 299980 |
| Value | Count | Frequency (%) |
| -0.2246887528 | 1 | |
| -0.2246540135 | 1 | |
| -0.2246354072 | 1 | |
| -0.2245900139 | 1 | |
| -0.2245528014 | 1 | |
| -0.2245495291 | 1 | |
| -0.224535679 | 1 | |
| -0.2245326731 | 1 | |
| -0.2245074081 | 1 | |
| -0.2245052393 | 1 |
| Value | Count | Frequency (%) |
| 1.111551902 | 1 | |
| 1.111513788 | 1 | |
| 1.111498675 | 1 | |
| 1.111496288 | 1 | |
| 1.11149606 | 1 | |
| 1.11144003 | 1 | |
| 1.111404574 | 1 | |
| 1.111400235 | 1 | |
| 1.111393634 | 1 | |
| 1.111388828 | 1 |
cont7
Real number (ℝ≥0)
| Distinct | 299710 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.537119483 |
| Minimum | 0.2037632342 |
|---|---|
| Maximum | 1.032836733 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.2037632342 |
|---|---|
| 5-th percentile | 0.2449133022 |
| Q1 | 0.3558246242 |
| median | 0.5046607916 |
| Q3 | 0.7034407719 |
| 95-th percentile | 0.8973416438 |
| Maximum | 1.032836733 |
| Range | 0.8290734992 |
| Interquartile range (IQR) | 0.3476161477 |
Descriptive statistics
| Standard deviation | 0.2181399503 |
|---|---|
| Coefficient of variation (CV) | 0.4061292826 |
| Kurtosis | -1.005639094 |
| Mean | 0.537119483 |
| Median Absolute Deviation (MAD) | 0.1608973431 |
| Skewness | 0.4288088454 |
| Sum | 161135.8449 |
| Variance | 0.04758503791 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.9018849217 | 2 | < 0.1% |
| 0.4164168827 | 2 | < 0.1% |
| 0.5108031101 | 2 | < 0.1% |
| 0.3079908767 | 2 | < 0.1% |
| 0.3157980823 | 2 | < 0.1% |
| 0.898088435 | 2 | < 0.1% |
| 0.3534896004 | 2 | < 0.1% |
| 0.8751533308 | 2 | < 0.1% |
| 0.8456996009 | 2 | < 0.1% |
| 0.90002126 | 2 | < 0.1% |
| Other values (299700) | 299980 |
| Value | Count | Frequency (%) |
| 0.2037632342 | 1 | |
| 0.2037705886 | 1 | |
| 0.2037842252 | 1 | |
| 0.2037899373 | 1 | |
| 0.2038008323 | 1 | |
| 0.2038011465 | 1 | |
| 0.203809409 | 1 | |
| 0.2038108191 | 1 | |
| 0.2038112357 | 1 | |
| 0.2038199626 | 1 |
| Value | Count | Frequency (%) |
| 1.032836733 | 1 | |
| 1.032831723 | 1 | |
| 1.032827864 | 1 | |
| 1.032823251 | 1 | |
| 1.03281681 | 1 | |
| 1.032800007 | 1 | |
| 1.032793821 | 1 | |
| 1.032787578 | 1 | |
| 1.032784152 | 1 | |
| 1.032782314 | 1 |
cont8
Real number (ℝ)
| Distinct | 299713 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4984556496 |
| Minimum | -0.2602749272 |
|---|---|
| Maximum | 1.04022859 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3705 |
| Negative (%) | 1.2% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | -0.2602749272 |
|---|---|
| 5-th percentile | 0.2426984523 |
| Q1 | 0.332485799 |
| median | 0.4391506753 |
| Q3 | 0.606055543 |
| 95-th percentile | 0.9995190733 |
| Maximum | 1.04022859 |
| Range | 1.300503517 |
| Interquartile range (IQR) | 0.2735697441 |
Descriptive statistics
| Standard deviation | 0.2399197149 |
|---|---|
| Coefficient of variation (CV) | 0.4813261021 |
| Kurtosis | 0.2292715337 |
| Mean | 0.4984556496 |
| Median Absolute Deviation (MAD) | 0.134182164 |
| Skewness | 0.5400712176 |
| Sum | 149536.6949 |
| Variance | 0.05756146959 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.00404873 | 2 | < 0.1% |
| 0.2664211292 | 2 | < 0.1% |
| 0.2607295054 | 2 | < 0.1% |
| 0.2619824202 | 2 | < 0.1% |
| 0.2819512237 | 2 | < 0.1% |
| 0.2597715946 | 2 | < 0.1% |
| 0.3864770236 | 2 | < 0.1% |
| 0.3171727508 | 2 | < 0.1% |
| 0.2792612948 | 2 | < 0.1% |
| 0.3851035428 | 2 | < 0.1% |
| Other values (299703) | 299980 |
| Value | Count | Frequency (%) |
| -0.2602749272 | 1 | |
| -0.260138701 | 1 | |
| -0.2601335232 | 1 | |
| -0.260090871 | 1 | |
| -0.2600857676 | 1 | |
| -0.2600637524 | 1 | |
| -0.260035926 | 1 | |
| -0.2600159224 | 1 | |
| -0.2600065352 | 1 | |
| -0.2599837749 | 1 |
| Value | Count | Frequency (%) |
| 1.04022859 | 1 | |
| 1.040228268 | 1 | |
| 1.040223898 | 1 | |
| 1.040222057 | 1 | |
| 1.040210379 | 1 | |
| 1.040207822 | 1 | |
| 1.040203496 | 1 | |
| 1.040203262 | 1 | |
| 1.040200339 | 1 | |
| 1.040197635 | 1 |
cont9
Real number (ℝ≥0)
| Distinct | 299684 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4748721486 |
| Minimum | 0.1178962395 |
|---|---|
| Maximum | 0.9829224853 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.1178962395 |
|---|---|
| 5-th percentile | 0.1356718113 |
| Q1 | 0.3068740022 |
| median | 0.4346199198 |
| Q3 | 0.6143334163 |
| 95-th percentile | 0.8461961535 |
| Maximum | 0.9829224853 |
| Range | 0.8650262458 |
| Interquartile range (IQR) | 0.3074594141 |
Descriptive statistics
| Standard deviation | 0.2180074275 |
|---|---|
| Coefficient of variation (CV) | 0.4590865734 |
| Kurtosis | -0.7907234503 |
| Mean | 0.4748721486 |
| Median Absolute Deviation (MAD) | 0.1447985231 |
| Skewness | 0.3881285117 |
| Sum | 142461.6446 |
| Variance | 0.04752723845 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.5575872301 | 2 | < 0.1% |
| 0.3886494225 | 2 | < 0.1% |
| 0.2654468622 | 2 | < 0.1% |
| 0.1208355484 | 2 | < 0.1% |
| 0.3273283252 | 2 | < 0.1% |
| 0.8060557092 | 2 | < 0.1% |
| 0.4015445674 | 2 | < 0.1% |
| 0.2755913451 | 2 | < 0.1% |
| 0.4273367679 | 2 | < 0.1% |
| 0.1603131103 | 2 | < 0.1% |
| Other values (299674) | 299980 |
| Value | Count | Frequency (%) |
| 0.1178962395 | 1 | |
| 0.1178962976 | 1 | |
| 0.1178965154 | 1 | |
| 0.1178969438 | 1 | |
| 0.1178974594 | 1 | |
| 0.1178977136 | 1 | |
| 0.1178978152 | 1 | |
| 0.1178982872 | 1 | |
| 0.1178985051 | 1 | |
| 0.1178986721 | 1 |
| Value | Count | Frequency (%) |
| 0.9829224853 | 1 | |
| 0.9829046005 | 1 | |
| 0.9828839007 | 1 | |
| 0.9828810519 | 1 | |
| 0.9828773097 | 1 | |
| 0.9828690332 | 1 | |
| 0.9828670947 | 1 | |
| 0.9828654765 | 1 | |
| 0.9828644145 | 1 | |
| 0.9828433101 | 1 |
cont10
Real number (ℝ≥0)
| Distinct | 299616 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4744917876 |
| Minimum | 0.0487320286 |
|---|---|
| Maximum | 1.055960462 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.0487320286 |
|---|---|
| 5-th percentile | 0.07900451793 |
| Q1 | 0.2760172011 |
| median | 0.459974962 |
| Q3 | 0.6915793661 |
| 95-th percentile | 0.8925311325 |
| Maximum | 1.055960462 |
| Range | 1.007228434 |
| Interquartile range (IQR) | 0.415562165 |
Descriptive statistics
| Standard deviation | 0.2559494629 |
|---|---|
| Coefficient of variation (CV) | 0.5394181092 |
| Kurtosis | -1.082524969 |
| Mean | 0.4744917876 |
| Median Absolute Deviation (MAD) | 0.2176403472 |
| Skewness | 0.05618383762 |
| Sum | 142347.5363 |
| Variance | 0.06551012758 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.08243864736 | 2 | < 0.1% |
| 0.3449051611 | 2 | < 0.1% |
| 0.6695668028 | 2 | < 0.1% |
| 0.07812444574 | 2 | < 0.1% |
| 0.6504619492 | 2 | < 0.1% |
| 0.2864561699 | 2 | < 0.1% |
| 0.2859678612 | 2 | < 0.1% |
| 0.3228309003 | 2 | < 0.1% |
| 0.2883751975 | 2 | < 0.1% |
| 0.6323592263 | 2 | < 0.1% |
| Other values (299606) | 299980 |
| Value | Count | Frequency (%) |
| 0.0487320286 | 1 | |
| 0.04873242746 | 1 | |
| 0.04873390015 | 1 | |
| 0.04873394106 | 1 | |
| 0.04873424787 | 1 | |
| 0.04873638533 | 1 | |
| 0.04873651828 | 1 | |
| 0.04873716258 | 1 | |
| 0.04873775575 | 1 | |
| 0.0487380012 | 1 |
| Value | Count | Frequency (%) |
| 1.055960462 | 1 | |
| 1.055940111 | 1 | |
| 1.05592416 | 1 | |
| 1.0559195 | 1 | |
| 1.055908919 | 1 | |
| 1.055899199 | 1 | |
| 1.055894791 | 1 | |
| 1.055880596 | 1 | |
| 1.055873762 | 1 | |
| 1.055851069 | 1 |
cont11
Real number (ℝ≥0)
| Distinct | 299727 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4732163195 |
| Minimum | 0.05260750271 |
|---|---|
| Maximum | 1.071443616 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.05260750271 |
|---|---|
| 5-th percentile | 0.1281474713 |
| Q1 | 0.3081505637 |
| median | 0.4338119282 |
| Q3 | 0.6420565412 |
| 95-th percentile | 0.8669996126 |
| Maximum | 1.071443616 |
| Range | 1.018836113 |
| Interquartile range (IQR) | 0.3339059775 |
Descriptive statistics
| Standard deviation | 0.2220216257 |
|---|---|
| Coefficient of variation (CV) | 0.4691757586 |
| Kurtosis | -0.5027497475 |
| Mean | 0.4732163195 |
| Median Absolute Deviation (MAD) | 0.1614613601 |
| Skewness | 0.3187170744 |
| Sum | 141964.8959 |
| Variance | 0.04929360227 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.6306124645 | 2 | < 0.1% |
| 0.627042998 | 2 | < 0.1% |
| 0.4884685051 | 2 | < 0.1% |
| 0.4825174237 | 2 | < 0.1% |
| 0.2715957414 | 2 | < 0.1% |
| 0.1686895768 | 2 | < 0.1% |
| 0.2675448274 | 2 | < 0.1% |
| 0.2689370955 | 2 | < 0.1% |
| 0.2696917211 | 2 | < 0.1% |
| 0.1788883276 | 2 | < 0.1% |
| Other values (299717) | 299980 |
| Value | Count | Frequency (%) |
| 0.05260750271 | 1 | |
| 0.05261178323 | 1 | |
| 0.05261245799 | 1 | |
| 0.05261514649 | 1 | |
| 0.05261943756 | 1 | |
| 0.05262053404 | 1 | |
| 0.05262304331 | 1 | |
| 0.05262358101 | 1 | |
| 0.05262625897 | 1 | |
| 0.05262703917 | 1 |
| Value | Count | Frequency (%) |
| 1.071443616 | 1 | |
| 1.071435028 | 1 | |
| 1.071427425 | 1 | |
| 1.071411223 | 1 | |
| 1.071402902 | 1 | |
| 1.071401147 | 1 | |
| 1.071390682 | 1 | |
| 1.071386352 | 1 | |
| 1.071378892 | 1 | |
| 1.071341564 | 1 |
| Distinct | 299657 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.494560612 |
| Minimum | -0.07420777541 |
|---|---|
| Maximum | 0.9750354984 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5673 |
| Negative (%) | 1.9% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | -0.07420777541 |
|---|---|
| 5-th percentile | 0.1693536529 |
| Q1 | 0.2890741519 |
| median | 0.4228872583 |
| Q3 | 0.7145018573 |
| 95-th percentile | 0.8883649585 |
| Maximum | 0.9750354984 |
| Range | 1.049243274 |
| Interquartile range (IQR) | 0.4254277054 |
Descriptive statistics
| Standard deviation | 0.2472916426 |
|---|---|
| Coefficient of variation (CV) | 0.5000229226 |
| Kurtosis | -0.9911287576 |
| Mean | 0.494560612 |
| Median Absolute Deviation (MAD) | 0.1979372957 |
| Skewness | 0.1011186488 |
| Sum | 148368.1836 |
| Variance | 0.06115315649 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.7917709159 | 2 | < 0.1% |
| 0.4151678795 | 2 | < 0.1% |
| 0.2731350043 | 2 | < 0.1% |
| 0.7102118743 | 2 | < 0.1% |
| 0.1684969691 | 2 | < 0.1% |
| 0.1752572069 | 2 | < 0.1% |
| 0.1680616015 | 2 | < 0.1% |
| 0.2732702225 | 2 | < 0.1% |
| 0.1989659079 | 2 | < 0.1% |
| 0.1983455582 | 2 | < 0.1% |
| Other values (299647) | 299980 |
| Value | Count | Frequency (%) |
| -0.07420777541 | 1 | |
| -0.07420562787 | 1 | |
| -0.07420031018 | 1 | |
| -0.07419814219 | 1 | |
| -0.07419718091 | 1 | |
| -0.07419401075 | 1 | |
| -0.074193254 | 1 | |
| -0.07419210865 | 1 | |
| -0.0741894498 | 1 | |
| -0.07418570696 | 1 |
| Value | Count | Frequency (%) |
| 0.9750354984 | 1 | |
| 0.9750324113 | 1 | |
| 0.975031175 | 1 | |
| 0.9750292182 | 1 | |
| 0.9750283493 | 1 | |
| 0.9750257991 | 1 | |
| 0.9750256508 | 1 | |
| 0.9750251139 | 1 | |
| 0.9750245064 | 1 | |
| 0.9750243792 | 1 |
cont13
Real number (ℝ≥0)
| Distinct | 299705 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5082726174 |
| Minimum | 0.1510501628 |
|---|---|
| Maximum | 0.9059915785 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.1510501628 |
|---|---|
| 5-th percentile | 0.1947782564 |
| Q1 | 0.3006690448 |
| median | 0.4723998669 |
| Q3 | 0.7584467611 |
| 95-th percentile | 0.8621688106 |
| Maximum | 0.9059915785 |
| Range | 0.7549414157 |
| Interquartile range (IQR) | 0.4577777163 |
Descriptive statistics
| Standard deviation | 0.2229499387 |
|---|---|
| Coefficient of variation (CV) | 0.4386424354 |
| Kurtosis | -1.308751282 |
| Mean | 0.5082726174 |
| Median Absolute Deviation (MAD) | 0.1862629387 |
| Skewness | 0.2433524031 |
| Sum | 152481.7852 |
| Variance | 0.04970667518 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.7892736713 | 3 | < 0.1% |
| 0.2740255512 | 2 | < 0.1% |
| 0.29158011 | 2 | < 0.1% |
| 0.4564654398 | 2 | < 0.1% |
| 0.2675225753 | 2 | < 0.1% |
| 0.4732936886 | 2 | < 0.1% |
| 0.1678470928 | 2 | < 0.1% |
| 0.1675684515 | 2 | < 0.1% |
| 0.8679927816 | 2 | < 0.1% |
| 0.4818586724 | 2 | < 0.1% |
| Other values (299695) | 299979 |
| Value | Count | Frequency (%) |
| 0.1510501628 | 1 | |
| 0.1510507958 | 1 | |
| 0.1510605503 | 1 | |
| 0.1510613915 | 1 | |
| 0.1510661666 | 1 | |
| 0.1510673884 | 1 | |
| 0.1510682737 | 1 | |
| 0.1510689988 | 1 | |
| 0.1510724239 | 1 | |
| 0.1510770988 | 1 |
| Value | Count | Frequency (%) |
| 0.9059915785 | 1 | |
| 0.9059910229 | 1 | |
| 0.9059893559 | 1 | |
| 0.9059756499 | 1 | |
| 0.9059721307 | 1 | |
| 0.9059616792 | 1 | |
| 0.9059516378 | 1 | |
| 0.9059501164 | 1 | |
| 0.9059492167 | 1 | |
| 0.9059465046 | 1 |
target
Real number (ℝ≥0)
| Distinct | 299613 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.241978552 |
| Minimum | 0.1403287728 |
|---|---|
| Maximum | 10.41199175 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.1403287728 |
|---|---|
| 5-th percentile | 7.063491334 |
| Q1 | 7.742071304 |
| median | 8.191373347 |
| Q3 | 8.728634343 |
| 95-th percentile | 9.556069375 |
| Maximum | 10.41199175 |
| Range | 10.27166298 |
| Interquartile range (IQR) | 0.986563039 |
Descriptive statistics
| Standard deviation | 0.7465548095 |
|---|---|
| Coefficient of variation (CV) | 0.09057956227 |
| Kurtosis | 0.7132564609 |
| Mean | 8.241978552 |
| Median Absolute Deviation (MAD) | 0.4921596385 |
| Skewness | 0.1764866213 |
| Sum | 2472593.566 |
| Variance | 0.5573440836 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.956305039 | 2 | < 0.1% |
| 9.10726182 | 2 | < 0.1% |
| 8.053084301 | 2 | < 0.1% |
| 8.427142628 | 2 | < 0.1% |
| 8.522880799 | 2 | < 0.1% |
| 8.518559676 | 2 | < 0.1% |
| 8.503260781 | 2 | < 0.1% |
| 8.398119746 | 2 | < 0.1% |
| 7.015633288 | 2 | < 0.1% |
| 8.236733144 | 2 | < 0.1% |
| Other values (299603) | 299980 |
| Value | Count | Frequency (%) |
| 0.1403287728 | 1 | |
| 0.4833144363 | 1 | |
| 0.5743953059 | 1 | |
| 0.592095397 | 1 | |
| 0.9117524595 | 1 | |
| 1.296433474 | 1 | |
| 1.436821739 | 1 | |
| 1.664808842 | 1 | |
| 1.813534117 | 1 | |
| 1.8222243 | 1 |
| Value | Count | Frequency (%) |
| 10.41199175 | 1 | |
| 10.41189864 | 1 | |
| 10.41189614 | 1 | |
| 10.41188988 | 1 | |
| 10.4118852 | 1 | |
| 10.41185444 | 1 | |
| 10.41183402 | 1 | |
| 10.4118243 | 1 | |
| 10.41182395 | 1 | |
| 10.41182007 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| id | cat0 | cat1 | cat2 | cat3 | cat4 | cat5 | cat6 | cat7 | cat8 | cat9 | cont0 | cont1 | cont2 | cont3 | cont4 | cont5 | cont6 | cont7 | cont8 | cont9 | cont10 | cont11 | cont12 | cont13 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | B | B | B | C | B | B | A | E | C | N | 0.201470 | -0.014822 | 0.669699 | 0.136278 | 0.610706 | 0.400361 | 0.160266 | 0.310921 | 0.389470 | 0.267559 | 0.237281 | 0.377873 | 0.322401 | 0.869850 | 8.113634 |
| 1 | 2 | B | B | A | A | B | D | A | F | A | O | 0.743068 | 0.367411 | 1.021605 | 0.365798 | 0.276853 | 0.533087 | 0.558922 | 0.516294 | 0.594928 | 0.341439 | 0.906013 | 0.921701 | 0.261975 | 0.465083 | 8.481233 |
| 2 | 3 | A | A | A | C | B | D | A | D | A | F | 0.742708 | 0.310383 | -0.012673 | 0.576957 | 0.285074 | 0.650609 | 0.375348 | 0.902567 | 0.555205 | 0.843531 | 0.748809 | 0.620126 | 0.541474 | 0.763846 | 8.364351 |
| 3 | 4 | B | B | A | C | B | D | A | E | C | K | 0.429551 | 0.620998 | 0.577942 | 0.280610 | 0.284667 | 0.668980 | 0.239061 | 0.732948 | 0.679618 | 0.574844 | 0.346010 | 0.714610 | 0.540150 | 0.280682 | 8.049253 |
| 4 | 6 | A | A | A | C | B | D | A | E | A | N | 1.058291 | 0.367492 | -0.052389 | 0.232407 | 0.287595 | 0.686964 | 0.420667 | 0.648182 | 0.684501 | 0.956692 | 1.000773 | 0.776742 | 0.625849 | 0.250823 | 7.972260 |
| 5 | 7 | A | B | A | C | B | D | A | E | G | F | 0.402056 | 0.837058 | 0.737991 | 0.778429 | 0.530250 | 0.392432 | 0.658169 | 0.997473 | 0.569874 | 0.960864 | 0.238050 | 0.316065 | 0.731729 | 0.694719 | 8.028558 |
| 6 | 8 | B | A | A | A | B | D | A | E | C | F | 0.743661 | 0.234794 | 0.339026 | 0.424034 | 0.281511 | 0.396705 | 0.273454 | 0.824573 | 0.656325 | 0.677114 | 0.808445 | 0.615973 | 0.631677 | 0.283561 | 7.811465 |
| 7 | 9 | A | A | A | C | B | B | A | E | A | M | 0.887959 | 0.482799 | 0.674588 | 0.584811 | 0.763081 | 0.633353 | 0.339760 | 0.802006 | 1.010997 | 0.391221 | 0.057297 | 0.591120 | 0.074629 | 0.775869 | 7.674188 |
| 8 | 10 | A | B | A | C | B | D | A | E | G | I | 0.523472 | 0.492059 | 0.165440 | 0.749995 | 0.281110 | 0.472564 | 0.414036 | 0.809142 | 1.013301 | 0.761183 | 1.041711 | 0.393960 | 0.782381 | 0.865610 | 8.090095 |
| 9 | 11 | A | A | A | A | B | B | A | E | E | M | 0.503013 | 0.551163 | 0.622871 | 0.471560 | 0.287109 | 0.425716 | 0.233705 | 0.493036 | 0.353048 | 0.334675 | 0.085087 | 0.230634 | 0.636732 | 0.291874 | 8.446155 |
Last rows
| id | cat0 | cat1 | cat2 | cat3 | cat4 | cat5 | cat6 | cat7 | cat8 | cat9 | cont0 | cont1 | cont2 | cont3 | cont4 | cont5 | cont6 | cont7 | cont8 | cont9 | cont10 | cont11 | cont12 | cont13 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 299990 | 499980 | B | A | A | C | B | D | A | E | A | F | 0.536830 | 0.491664 | 0.360426 | 0.421627 | 0.590516 | 0.347792 | 0.809487 | 0.347889 | 0.608395 | 0.851322 | 0.880145 | 0.791714 | 0.854160 | 0.265987 | 8.115353 |
| 299991 | 499985 | A | A | A | C | B | B | A | E | A | F | 0.410799 | 0.561094 | 0.343858 | 0.602967 | 0.598276 | 0.337692 | 0.322511 | 0.384585 | 0.593378 | 0.119783 | 0.431934 | 0.280314 | 0.725519 | 0.330140 | 8.086082 |
| 299992 | 499988 | A | A | A | A | B | D | A | E | A | F | 0.965561 | 0.260241 | -0.054003 | 0.713136 | 0.287525 | 1.061784 | 0.652196 | 0.709436 | 0.900616 | 0.740460 | 0.996271 | 1.066031 | 0.922170 | 0.275197 | 7.907309 |
| 299993 | 499989 | A | A | A | C | B | D | A | E | E | F | 0.954027 | 0.494832 | 0.576918 | 0.420667 | 0.591178 | 1.009218 | 0.523628 | 0.654164 | 1.015928 | 0.592201 | 0.188211 | 0.164909 | 0.799694 | 0.439468 | 7.975959 |
| 299994 | 499992 | B | A | A | C | B | B | A | E | E | I | 0.453060 | 0.351524 | 0.722674 | 0.559465 | 0.490740 | 0.504040 | 0.602327 | 0.312337 | 1.024869 | 0.947277 | 0.500664 | 0.662530 | 0.651954 | 0.662702 | 9.466745 |
| 299995 | 499993 | B | B | A | A | B | D | A | E | A | I | 0.697124 | 0.483452 | 0.297770 | 0.195821 | 0.307883 | 0.769792 | 0.450538 | 0.934360 | 1.005077 | 0.853726 | 0.422541 | 1.063463 | 0.697685 | 0.506404 | 7.945605 |
| 299996 | 499996 | A | B | A | C | B | B | A | E | E | F | 0.446200 | 0.715135 | 0.610931 | 0.601730 | 0.736713 | 0.528056 | 0.508502 | 0.358247 | 0.257825 | 0.433525 | 0.301015 | 0.268447 | 0.577055 | 0.823611 | 7.326118 |
| 299997 | 499997 | B | B | A | C | B | C | A | E | G | F | 0.544279 | 0.060937 | 0.590955 | 0.905308 | 0.277074 | 0.688747 | 0.372425 | 0.364936 | 0.383224 | 0.551825 | 0.661007 | 0.629606 | 0.714139 | 0.245732 | 8.706755 |
| 299998 | 499998 | A | B | A | C | B | B | A | E | E | I | 0.300062 | 0.613118 | 0.285213 | 0.406851 | 0.805963 | 0.344404 | 0.424243 | 0.382028 | 0.468819 | 0.351036 | 0.288768 | 0.611169 | 0.380254 | 0.332030 | 7.229569 |
| 299999 | 499999 | A | A | A | C | A | D | A | E | A | O | 0.857752 | 0.628528 | 0.539625 | 0.396143 | 0.276785 | 0.565347 | 0.328669 | 0.789165 | 0.960406 | 0.776019 | 0.734707 | 0.484392 | 0.639754 | 0.689317 | 8.631146 |